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Castelán-Sánchez HG, Delaye L, Inward RPD, Dellicour S, Gutierrez B, Martinez de la Vina N, Boukadida C, Pybus OG, de Anda Jáuregui G, Guzmán P, Flores-Garrido M, Fontanelli Ó, Hernández Rosales M, Meneses A, Olmedo-Alvarez G, Herrera-Estrella AH, Sánchez-Flores A, Muñoz-Medina JE, Comas-García A, Gómez-Gil B, Zárate S, Taboada B, López S, Arias CF, Kraemer MUG, Lazcano A, Escalera Zamudio M. Comparing the evolutionary dynamics of predominant SARS-CoV-2 virus lineages co-circulating in Mexico. eLife 2023; 12:e82069. [PMID: 37498057 PMCID: PMC10431917 DOI: 10.7554/elife.82069] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Accepted: 07/23/2023] [Indexed: 07/28/2023] Open
Abstract
Over 200 different SARS-CoV-2 lineages have been observed in Mexico by November 2021. To investigate lineage replacement dynamics, we applied a phylodynamic approach and explored the evolutionary trajectories of five dominant lineages that circulated during the first year of local transmission. For most lineages, peaks in sampling frequencies coincided with different epidemiological waves of infection in Mexico. Lineages B.1.1.222 and B.1.1.519 exhibited similar dynamics, constituting clades that likely originated in Mexico and persisted for >12 months. Lineages B.1.1.7, P.1 and B.1.617.2 also displayed similar dynamics, characterized by multiple introduction events leading to a few successful extended local transmission chains that persisted for several months. For the largest B.1.617.2 clades, we further explored viral lineage movements across Mexico. Many clades were located within the south region of the country, suggesting that this area played a key role in the spread of SARS-CoV-2 in Mexico.
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Affiliation(s)
- Hugo G Castelán-Sánchez
- Consorcio Mexicano de Vigilancia Genómica (CoViGen-Mex)Mexico CityMexico
- Programa de Investigadoras e Investigadores por México, Consejo Nacional de Ciencia y TecnologíaMexico CityMexico
| | - Luis Delaye
- Consorcio Mexicano de Vigilancia Genómica (CoViGen-Mex)Mexico CityMexico
- Departamento de Ingeniería Genética, CINVESTAV-Unidad IrapuatoGuanajuatoMexico
| | - Rhys PD Inward
- Department of Biology, University of OxfordOxfordUnited Kingdom
| | - Simon Dellicour
- Spatial Epidemiology Lab (SpELL), Université Libre de BruxellesBruxellesBelgium
- Department of Microbiology, Immunology and Transplantation, Rega Institute, KU LeuvenLeuvenBelgium
| | - Bernardo Gutierrez
- Consorcio Mexicano de Vigilancia Genómica (CoViGen-Mex)Mexico CityMexico
- Department of Biology, University of OxfordOxfordUnited Kingdom
| | | | - Celia Boukadida
- Consorcio Mexicano de Vigilancia Genómica (CoViGen-Mex)Mexico CityMexico
- Centro de Investigación en Enfermedades Infecciosas, Instituto Nacional de Enfermedades RespiratoriasMexico CityMexico
| | - Oliver G Pybus
- Department of Biology, University of OxfordOxfordUnited Kingdom
- Department of Pathobiology, Royal Veterinary CollegeLondonUnited Kingdom
| | - Guillermo de Anda Jáuregui
- Consorcio Mexicano de Vigilancia Genómica (CoViGen-Mex)Mexico CityMexico
- Programa de Investigadoras e Investigadores por México, Consejo Nacional de Ciencia y TecnologíaMexico CityMexico
- Instituto Nacional de Medicina GenómicaMexico CityMexico
| | | | - Marisol Flores-Garrido
- Escuela Nacional de Estudios Superiores, Universidad Nacional Autónoma de MéxicoMexico CityMexico
- Departamento de Ciencias de la Computación, CINVESTAV-IPNMexico CityMexico
| | - Óscar Fontanelli
- Consorcio Mexicano de Vigilancia Genómica (CoViGen-Mex)Mexico CityMexico
- Departamento de Ingeniería Genética, CINVESTAV-Unidad IrapuatoGuanajuatoMexico
| | - Maribel Hernández Rosales
- Consorcio Mexicano de Vigilancia Genómica (CoViGen-Mex)Mexico CityMexico
- Departamento de Ingeniería Genética, CINVESTAV-Unidad IrapuatoGuanajuatoMexico
| | - Amilcar Meneses
- Escuela Nacional de Estudios Superiores, Universidad Nacional Autónoma de MéxicoMexico CityMexico
- Departamento de Ciencias de la Computación, CINVESTAV-IPNMexico CityMexico
| | - Gabriela Olmedo-Alvarez
- Consorcio Mexicano de Vigilancia Genómica (CoViGen-Mex)Mexico CityMexico
- Departamento de Ingeniería Genética, CINVESTAV-Unidad IrapuatoGuanajuatoMexico
| | - Alfredo Heriberto Herrera-Estrella
- Consorcio Mexicano de Vigilancia Genómica (CoViGen-Mex)Mexico CityMexico
- Laboratorio de expresión génica y desarrollo en hongos, CINVESTAV-Unidad IrapuatoIrapuatoMexico
| | - Alejandro Sánchez-Flores
- Consorcio Mexicano de Vigilancia Genómica (CoViGen-Mex)Mexico CityMexico
- Unidad Universitaria de Secuenciación Masiva y Bioinformática, Instituto de Biotecnología, Universidad Nacional Autónoma de MéxicoChamilpaMexico
| | - José Esteban Muñoz-Medina
- Consorcio Mexicano de Vigilancia Genómica (CoViGen-Mex)Mexico CityMexico
- Coordinación de Calidad de Insumos y Laboratorios Especializados, Instituto Mexicano del Seguro SocialMexico CityMexico
| | - Andreu Comas-García
- Consorcio Mexicano de Vigilancia Genómica (CoViGen-Mex)Mexico CityMexico
- Facultad de Medicina y Centro de Investigación en Ciencias de la Salud y Biomedicina, Universidad Autónoma de San Luis PotosíSan Luis PotosíMexico
| | - Bruno Gómez-Gil
- Consorcio Mexicano de Vigilancia Genómica (CoViGen-Mex)Mexico CityMexico
- Centro de Investigación en Alimentación y Desarrollo-CIAD, Unidad Regional Mazatlán en Acuicultura y Manejo AmbientalSinaloaMexico
| | - Selene Zárate
- Consorcio Mexicano de Vigilancia Genómica (CoViGen-Mex)Mexico CityMexico
- Posgrado en Ciencias Genómicas, Universidad Autónoma de la Ciudad de MéxicoMexico CityMexico
| | - Blanca Taboada
- Consorcio Mexicano de Vigilancia Genómica (CoViGen-Mex)Mexico CityMexico
- Departamento de Genética del Desarrollo y Fisiología Molecular, Universidad Nacional Autónoma de MéxicoCuernavacaMexico
| | - Susana López
- Consorcio Mexicano de Vigilancia Genómica (CoViGen-Mex)Mexico CityMexico
- Departamento de Genética del Desarrollo y Fisiología Molecular, Universidad Nacional Autónoma de MéxicoCuernavacaMexico
| | - Carlos F Arias
- Consorcio Mexicano de Vigilancia Genómica (CoViGen-Mex)Mexico CityMexico
- Departamento de Genética del Desarrollo y Fisiología Molecular, Universidad Nacional Autónoma de MéxicoCuernavacaMexico
| | - Moritz UG Kraemer
- Consorcio Mexicano de Vigilancia Genómica (CoViGen-Mex)Mexico CityMexico
- Department of Biology, University of OxfordOxfordUnited Kingdom
| | - Antonio Lazcano
- Consorcio Mexicano de Vigilancia Genómica (CoViGen-Mex)Mexico CityMexico
- Facultad de Ciencias, Universidad Nacional Autónoma de MéxicMexico CityMexico
| | - Marina Escalera Zamudio
- Consorcio Mexicano de Vigilancia Genómica (CoViGen-Mex)Mexico CityMexico
- Department of Biology, University of OxfordOxfordUnited Kingdom
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Martin DP, Lytras S, Lucaci AG, Maier W, Grüning B, Shank SD, Weaver S, MacLean OA, Orton RJ, Lemey P, Boni MF, Tegally H, Harkins G, Scheepers C, Bhiman JN, Everatt J, Amoako DG, San JE, Giandhari J, Sigal A, Williamson C, Hsiao NY, von Gottberg A, De Klerk A, Shafer RW, Robertson DL, Wilkinson RJ, Sewell BT, Lessells R, Nekrutenko A, Greaney AJ, Starr TN, Bloom JD, Murrell B, Wilkinson E, Gupta RK, de Oliveira T, Kosakovsky Pond SL. Selection analysis identifies unusual clustered mutational changes in Omicron lineage BA.1 that likely impact Spike function. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2022:2022.01.14.476382. [PMID: 35075456 PMCID: PMC8786225 DOI: 10.1101/2022.01.14.476382] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Among the 30 non-synonymous nucleotide substitutions in the Omicron S-gene are 13 that have only rarely been seen in other SARS-CoV-2 sequences. These mutations cluster within three functionally important regions of the S-gene at sites that will likely impact (i) interactions between subunits of the Spike trimer and the predisposition of subunits to shift from down to up configurations, (ii) interactions of Spike with ACE2 receptors, and (iii) the priming of Spike for membrane fusion. We show here that, based on both the rarity of these 13 mutations in intrapatient sequencing reads and patterns of selection at the codon sites where the mutations occur in SARS-CoV-2 and related sarbecoviruses, prior to the emergence of Omicron the mutations would have been predicted to decrease the fitness of any genomes within which they occurred. We further propose that the mutations in each of the three clusters therefore cooperatively interact to both mitigate their individual fitness costs, and adaptively alter the function of Spike. Given the evident epidemic growth advantages of Omicron over all previously known SARS-CoV-2 lineages, it is crucial to determine both how such complex and highly adaptive mutation constellations were assembled within the Omicron S-gene, and why, despite unprecedented global genomic surveillance efforts, the early stages of this assembly process went completely undetected.
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Affiliation(s)
- Darren P Martin
- Institute of Infectious Diseases and Molecular Medicine, Division Of Computational Biology, Department of Integrative Biomedical Sciences, University of Cape Town, Cape Town 7701, South Africa
| | - Spyros Lytras
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK
| | - Alexander G Lucaci
- Institute for Genomics and Evolutionary Medicine, Department of Biology, Temple University, Philadelphia, PA 19122, USA
| | - Wolfgang Maier
- Bioinformatics Group, Department of Computer Science, University of Freiburg, Freiburg, Germany, usegalaxy.eu
| | - Björn Grüning
- Bioinformatics Group, Department of Computer Science, University of Freiburg, Freiburg, Germany, usegalaxy.eu
| | - Stephen D Shank
- Institute for Genomics and Evolutionary Medicine, Department of Biology, Temple University, Philadelphia, PA 19122, USA
| | - Steven Weaver
- Institute for Genomics and Evolutionary Medicine, Department of Biology, Temple University, Philadelphia, PA 19122, USA
| | - Oscar A MacLean
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK
| | - Richard J Orton
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK
| | - Philippe Lemey
- Department of Microbiology, Immunology and Transplantation, Rega Institute, KU Leuven, Leuven, Belgium
| | - Maciej F Boni
- Center for Infectious Disease Dynamics, Department of Biology, Pennsylvania State University, University Park, PA, USA
| | - Houriiyah Tegally
- KwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), School of Laboratory Medicine & Medical Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Gordon Harkins
- South African National Bioinformatics Institute, University of the Western Cape, Cape Town, South Africa
| | - Cathrine Scheepers
- National Institute for Communicable Diseases (NICD) of the National Health Laboratory Service (NHLS), Johannesburg, South Africa
- SA MRC Antibody Immunity Research Unit, School of Pathology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Jinal N Bhiman
- National Institute for Communicable Diseases (NICD) of the National Health Laboratory Service (NHLS), Johannesburg, South Africa
- SA MRC Antibody Immunity Research Unit, School of Pathology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Josie Everatt
- National Institute for Communicable Diseases (NICD) of the National Health Laboratory Service (NHLS), Johannesburg, South Africa
| | - Daniel G Amoako
- National Institute for Communicable Diseases (NICD) of the National Health Laboratory Service (NHLS), Johannesburg, South Africa
| | - James Emmanuel San
- KwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), School of Laboratory Medicine & Medical Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Jennifer Giandhari
- KwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), School of Laboratory Medicine & Medical Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Alex Sigal
- Africa Health Research Institute, Durban, South Africa
| | - Carolyn Williamson
- Institute of Infectious Disease and Molecular Medicine, Department of Pathology, University of Cape Town, Cape Town, South Africa
- Division of Medical Virology, University of Cape Town and National Health Laboratory Service, Cape Town South Africa
- Wellcome Center for Infectious Diseases Research in Africa, Institute of Infectious Disease and Molecular Medicine and Department of Medicine, University of Cape Town, South Africa
| | - Nei-Yuan Hsiao
- Division of Medical Virology, University of Cape Town and National Health Laboratory Service, Cape Town South Africa
| | - Anne von Gottberg
- National Institute for Communicable Diseases (NICD) of the National Health Laboratory Service (NHLS), Johannesburg, South Africa
- School of Pathology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg
| | - Arne De Klerk
- Institute of Infectious Diseases and Molecular Medicine, Division Of Computational Biology, Department of Integrative Biomedical Sciences, University of Cape Town, Cape Town 7701, South Africa
| | - Robert W Shafer
- Division of Infectious Diseases, Department of medicine, Stanford university, Stanford, CA, USA
| | - David L Robertson
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow G61 1QH, UK
| | - Robert J Wilkinson
- Wellcome Center for Infectious Diseases Research in Africa, Institute of Infectious Disease and Molecular Medicine and Department of Medicine, University of Cape Town, South Africa
- Francis Crick Institute, Midland Road, London NW1 1AT, UK
- Department of Infectious Diseases, Imperial College London, W12 0NN, UK
| | - B Trevor Sewell
- Structural Biology Research Unit, Department of Integrative Biomedical Sciences, Institute for Infectious Diseases and Molecular Medicine, University of Cape Town, South Africa
| | - Richard Lessells
- KwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), School of Laboratory Medicine & Medical Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Anton Nekrutenko
- Department Of Biochemistry and Molecular Biology, The Pennsylvania State University, usegalaxy.org
| | - Allison J Greaney
- Basic Sciences Division and Computational Biology Program, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
- Department of Genome Sciences & Medical Scientist Training Program, University of Washington, Seattle, WA 98195, USA3
| | - Tyler N Starr
- Basic Sciences Division and Computational Biology Program, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
- Howard Hughes Medical Institute, Seattle, WA 98109, USA
| | - Jesse D Bloom
- Basic Sciences Division and Computational Biology Program, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
- Howard Hughes Medical Institute, Seattle, WA 98109, USA
| | - Ben Murrell
- Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Stockholm, Sweden
| | - Eduan Wilkinson
- KwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), School of Laboratory Medicine & Medical Sciences, University of KwaZulu-Natal, Durban, South Africa
- Centre for Epidemic Response and Innovation (CERI), School of Data Science, Stellenbosch University
| | - Ravindra K Gupta
- Africa Health Research Institute, Durban, South Africa
- Cambridge Institute of Therapeutic Immunology and Infectious Diseases, University of Cambridge, Cambridge
| | - Tulio de Oliveira
- KwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), School of Laboratory Medicine & Medical Sciences, University of KwaZulu-Natal, Durban, South Africa
- Centre for Epidemic Response and Innovation (CERI), School of Data Science, Stellenbosch University
| | - Sergei L Kosakovsky Pond
- Institute for Genomics and Evolutionary Medicine, Department of Biology, Temple University, Philadelphia, PA 19122, USA
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